Hongbin Zhang

According to our database, Hongbin Zhang authored at least 7 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

AlignedServe: Orchestrating Prefix-aware Batching to Build a High-throughput and Computing-efficient LLM Serving System.

Fengyao Bai, Hongbin Zhang, Zhitao Chen, Jiangsu Du, Zhiguang Chen, Yutong Lu

CoRR, May, 2026

PipeMax: Enhancing Offline LLM Inference on Commodity GPU Servers.

Hongbin Zhang, Taosheng Wei, Jiazhi Jiang, Hui Yan, Jiangsu Du, Zhiguang Chen

CoRR, May, 2026

Efficient KV Cache Spillover Management on Memory-Constrained GPU for LLM Inference.

Jiazhi Jiang, Yao Chen, Zining Zhang, Bingsheng He, Pingyi Luo, Mian Lu, Yuqiang Chen, Hongbin Zhang, Jiangsu Du, Dan Huang, Yutong Lu

IEEE Trans. Parallel Distributed Syst., January, 2026

2025

EcoServe: Enabling Cost-effective LLM Serving with Proactive Intra- and Inter-Instance Orchestration.

Jiangsu Du, Hongbin Zhang, Taosheng Wei, Zhenyi Zheng, Kaiyi Wu, Zhiguang Chen, Yutong Lu

CoRR, April, 2025

TD-Pipe: Temporally-Disaggregated Pipeline Parallelism Architecture for High-Throughput LLM Inference.

Hongbin Zhang, Taosheng Wei, Zhenyi Zheng, Jiangsu Du, Zhiguang Chen, Yutong Lu

Proceedings of the 54th International Conference on Parallel Processing, 2025

2024

Efficient Coupling Streaming AI and Ensemble Simulations on HPC Clusters.

Jiazhi Jiang, Hongbin Zhang, Deyin Liu, Jiangsu Du, Xiaojiao Yao, Jinhui Wei, Pin Chen, Dan Huang, Yutong Lu

Proceedings of the Euro-Par 2024: Parallel Processing, 2024

2023

Improving Computation and Memory Efficiency for Real-world Transformer Inference on GPUs.

Jiangsu Du, Jiazhi Jiang, Jiang Zheng, Hongbin Zhang, Dan Huang, Yutong Lu

ACM Trans. Archit. Code Optim., December, 2023